3 papers
cs.AI2026
VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility
Zhiwei Zhang, Xinyi Du, Weihao Wang +2
Traffic forecasting is a cornerstone of intelligent transportation systems. While existing research has made significant progress in short-term prediction, long-term forecasting re…
cs.AI2025
A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences
Jiaxin Shen, Jinan Xu, Huiqi Hu +6
While progress has been made in legal applications, law reasoning, crucial for fair adjudication, remains unexplored. We propose a transparent law reasoning schema enriched with hi…
cs.LG2024
Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting
Zhiwei Zhang, Shaojun E, Fandong Meng +2
Traffic forecasting plays a key role in Intelligent Transportation Systems, and significant strides have been made in this field. However, most existing methods can only predict up…